Triple

T14576048
Position Surface form Disambiguated ID Type / Status
Subject Nick Harvey E342052 entity
Predicate positionHeld P8 FINISHED
Object Liberal Democrat Spokesperson for Health
The Liberal Democrat Spokesperson for Health is the party’s lead parliamentary figure responsible for developing and promoting its health and NHS policies.
 E1106076 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Liberal Democrat Spokesperson for Health | Statement: [Nick Harvey, positionHeld, Liberal Democrat Spokesperson for Health]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Liberal Democrat Spokesperson for Health
Context triple: [Nick Harvey, positionHeld, Liberal Democrat Spokesperson for Health]
  • A. Shadow Secretary of State for Health
    The Shadow Secretary of State for Health is the UK opposition frontbench politician responsible for scrutinising government health policy and presenting alternative proposals on healthcare and the National Health Service.
  • B. Parliamentary Under-Secretary of State for Health
    The Parliamentary Under-Secretary of State for Health is a junior ministerial role in the UK government responsible for supporting senior health ministers in developing and implementing national health policy.
  • C. Parliamentary Secretary to the Ministry of Health
    The Parliamentary Secretary to the Ministry of Health was a junior government ministerial role in the United Kingdom responsible for assisting the Minister of Health in overseeing national health policy and administration.
  • D. Cabinet Secretary for Health
    The Cabinet Secretary for Health is the senior Scottish Government minister responsible for national health policy and oversight of NHS Scotland.
  • E. Parliamentary Secretary to the Minister for Health and Ageing
    The Parliamentary Secretary to the Minister for Health and Ageing is a junior Australian government role that assists the Health and Ageing Minister in overseeing national health policy, services, and programs.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Liberal Democrat Spokesperson for Health
Triple: [Nick Harvey, positionHeld, Liberal Democrat Spokesperson for Health]
Generated description
The Liberal Democrat Spokesperson for Health is the party’s lead parliamentary figure responsible for developing and promoting its health and NHS policies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Liberal Democrat Spokesperson for Health
Target entity description: The Liberal Democrat Spokesperson for Health is the party’s lead parliamentary figure responsible for developing and promoting its health and NHS policies.
  • A. Shadow Secretary of State for Health
    The Shadow Secretary of State for Health is the UK opposition frontbench politician responsible for scrutinising government health policy and presenting alternative proposals on healthcare and the National Health Service.
  • B. Parliamentary Under-Secretary of State for Health
    The Parliamentary Under-Secretary of State for Health is a junior ministerial role in the UK government responsible for supporting senior health ministers in developing and implementing national health policy.
  • C. Parliamentary Secretary to the Ministry of Health
    The Parliamentary Secretary to the Ministry of Health was a junior government ministerial role in the United Kingdom responsible for assisting the Minister of Health in overseeing national health policy and administration.
  • D. Cabinet Secretary for Health
    The Cabinet Secretary for Health is the senior Scottish Government minister responsible for national health policy and oversight of NHS Scotland.
  • E. Parliamentary Secretary to the Minister for Health and Ageing
    The Parliamentary Secretary to the Minister for Health and Ageing is a junior Australian government role that assists the Health and Ageing Minister in overseeing national health policy, services, and programs.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d822dcc6248190bed689984bceb0e2 completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb3f5ec448190b2ef887fdf7b633e completed April 14, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd8ace7da48190880a736ead5c4055 completed May 8, 2026, 7:03 a.m.
NEDg Description generation batch_69fd8bb3c1188190b158d30e9c962911 completed May 8, 2026, 7:07 a.m.
NED2 Entity disambiguation (via description) batch_69fd8c6e7d448190835f87e27c998623 completed May 8, 2026, 7:10 a.m.
Created at: April 10, 2026, 1:24 a.m.